I had a sound like the one you were describing but I could get mine to make it when I was parked. I was able to get under there and feel the rack and pinion while someone turned it for me and I could feel it popping and making noise. I did some research and changed the bushings with some polyurethane ones and it's never done it again. How many miles do you have on it?